Agent skill

Econ Business Cycle

by asgard-ai-platform in asgard-ai-platform/skills

Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response.

MITAuto-check passedBusiness, Finance & HR

Install Econ Business Cycle

skills CLI
$ npx skills add asgard-ai-platform/skills --skill econ-business-cycle -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install asgard-ai-platform/skills econ-business-cycle --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/asgard-ai-platform/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/econ-business-cycle .claude/skills/econ-business-cycle && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
econ-business-cycle
GitHub stars
242
Token cost
~1.5k tokens
SKILL.md length
532 words
Files
3 (incl. references)
Skills in repo
207
Repo updated
First seen
Licence
MIT

At a glance

Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response.

  • Works in 4 steps: Check leading indicators: PMI, yield… → Check coincident indicators: Industrial… → Check lagging indicators: Unemployment… → …
  • The user needs to identify the current economic phase
  • SKILL.md covers Overview, Framework, Output Format and Examples, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Econ Business Cycle is an agent skill from asgard-ai-platform/skills. Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response. Use this skill when the user needs to identify the current economic phase, anticipate cyclical turning points, or adapt business strategy to macroeconomic cycles — even if they say 'are we heading into a recession', 'how should we prepare for a downturn', or 'when will the economy recover'.

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `examples/sample_scenario.md` and `references/taiwan-cycles.md`).

It sits in Business, Finance & HR, covering Startup and business strategy. The repository describes itself as: 301 open-source coding agent skills across 22 domains — methodology, judgment & gotchas packaged as Claude Agent Skills for the Asgard AI Platform. The licence is MIT.

When your agent uses it

  • The user needs to identify the current economic phase
  • Anticipate cyclical turning points
  • Adapt business strategy to macroeconomic cycles — even if they say are we heading into a recession
  • How should we prepare for a downturn

Example prompts

  • “are we heading into a recession”
  • “how should we prepare for a downturn”
  • “when will the economy recover”
  • “/econ-business-cycle”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Check leading indicators: PMI, yield curve, stock market, consumer confidence, building permits
  2. Check coincident indicators: Industrial production, retail sales, employment
  3. Check lagging indicators: Unemployment rate, CPI, corporate profits, loan delinquency
  4. Look for divergence: Leading indicators turning while lagging are still strong = inflection point

What it can do on your machine

Read from SKILL.md and the folder at commit 4e7f4f8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Econ Business Cycle loads about 1.5k tokens when it runs, and up to ~4.3k if it reads all its reference files. Until then it costs about 112 tokens; SKILL.md has 532 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~112
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from asgard-ai-platform/skills at commit 4e7f4f8, republished under its MIT licence (© asgard-ai-platform). 532 words, ~1,541 tokens.

Download SKILL.mdSave it as .claude/skills/econ-business-cycle/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
econ-business-cycle
description
Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response. Use this skill when the user needs to identify the current economic phase, anticipate cyclical turning points, or adapt business strategy to macroeconomic cycles — even if they say 'are we heading into a recession', 'how should we prepare for a downturn', or 'when will the economy recover'.
metadata.category
WP-17 經濟學院
metadata.tags
economics, business-cycle, macroeconomics

Business Cycle Analysis

Overview

The business cycle describes recurring fluctuations in economic activity: expansion → peak → contraction → trough → expansion. Understanding the current phase helps businesses time investments, manage inventory, and prepare for downturns or recoveries.

Framework

IRON LAW: Cycles Are Inevitable, Timing Is Not Predictable

Business cycles WILL happen — no economy grows forever. But predicting
EXACTLY when a peak or trough occurs is unreliable. Focus on identifying
the CURRENT phase and preparing for the NEXT one, not predicting exact
turning points.
The Four Phases
PhaseCharacteristicsKey Indicators
ExpansionRising GDP, falling unemployment, growing profits, rising asset pricesPMI > 50, yield curve normal, consumer confidence rising
PeakEconomy at maximum output, inflation accelerating, capacity constraintsPMI declining from highs, inflation above target, central bank tightening
ContractionFalling GDP, rising unemployment, declining profits, credit tighteningPMI < 50, yield curve may invert, layoffs increasing
TroughEconomy at minimum, excess capacity, low inflation, maximum pessimismPMI stabilizing, central bank easing, inventories depleted
Phase Identification Steps
  1. Check leading indicators: PMI, yield curve, stock market, consumer confidence, building permits
  2. Check coincident indicators: Industrial production, retail sales, employment
  3. Check lagging indicators: Unemployment rate, CPI, corporate profits, loan delinquency
  4. Look for divergence: Leading indicators turning while lagging are still strong = inflection point
Strategic Response by Phase
PhaseBusiness StrategyFinancial Strategy
ExpansionInvest in capacity, hire, launch new productsLock in fixed-rate debt, build reserves
PeakReduce inventory, tighten credit terms, prepare cost cutsReduce leverage, increase cash position
ContractionCut costs, preserve cash, acquire distressed assetsExtend debt maturities, negotiate with creditors
TroughInvest counter-cyclically, acquire talent at lower costDeploy cash reserves, buy undervalued assets
Recession Indicators
IndicatorSignal
Inverted yield curve10Y-2Y Treasury spread negative → recession in 12-18 months (historically ~80% accurate)
Sahm RuleUnemployment 3-month average rises 0.5%+ from 12-month low
2 consecutive quarters negative GDPTechnical recession (lagging confirmation)
Conference Board Leading Index6+ months of decline

Output Format

markdown
# Business Cycle Assessment: {Country/Region}

## Current Phase: {Expansion / Peak / Contraction / Trough}

## Evidence
| Category | Indicator | Reading | Signal |
|----------|-----------|---------|--------|
| Leading | PMI | XX | {interpretation} |
| Leading | Yield curve | XX bps | {interpretation} |
| Coincident | Industrial production | X% YoY | {interpretation} |
| Lagging | Unemployment | X% | {interpretation} |

## Phase Progression
{Where we are in the cycle and directional signals}

## Strategic Implications
| Domain | Recommendation |
|--------|---------------|
| Investment | {expand/hold/cut} |
| Hiring | {hire/freeze/reduce} |
| Inventory | {build/maintain/liquidate} |
| Pricing | {raise/hold/discount} |
| Cash management | {deploy/conserve} |

Examples

Correct Application

Scenario: Taiwan economy Q4 2025

  • PMI: 48.5 (below 50, declining for 3 months) → Leading: contraction signal
  • Consumer confidence: declining → Leading: supports contraction
  • GDP: +3.2% YoY → Lagging: still positive
  • Unemployment: 3.6% → Lagging: still low

Diagnosis: Likely at or just past Peak, entering early contraction. Leading indicators are negative but lagging indicators haven't caught up yet — classic inflection point ✓

Strategy: Reduce inventory, tighten receivables, build cash position, delay non-essential capex.

Show full SKILL.md (186 more words)Show less
Incorrect Application
  • "GDP is 3.2% and unemployment is 3.6%, everything is fine" → Only looking at lagging indicators while ignoring leading indicators that signal a downturn. Like driving by looking only in the rearview mirror. Violates Iron Law: cycles are inevitable, prepare for the next phase.

Gotchas

  • Yield curve inversion: Historically the strongest recession predictor (~12-18 month lead time), but has produced false positives. Use as one signal among many, not a standalone trigger.
  • Policy response changes cycles: Central bank intervention (QE, rate cuts) can shorten contractions or extend expansions. Modern cycles don't follow textbook patterns exactly.
  • Sector cycles differ: Tech, real estate, commodities, and consumer staples cycle at different times and amplitudes. Your industry may be contracting while the overall economy expands.
  • Global interconnection: Taiwan's cycle is heavily influenced by US demand, China's economy, and the global semiconductor cycle. Domestic indicators alone are insufficient.
  • Counter-cyclical opportunity: The best time to invest is often during contraction (low prices, available talent, weakened competitors). But it requires pre-built cash reserves and courage.

References

  • For macroeconomic indicators interpretation, see the econ-macro-indicators skill
  • For historical Taiwan business cycle data, see references/taiwan-cycles.md

© asgard-ai-platform, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in econ-business-cycle of asgard-ai-platform/skills.

  • SKILL.md
  • examples/sample_scenario.md
  • references/taiwan-cycles.md

Open the folder on GitHubat commit 4e7f4f8

Compare with similar skills

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Econ Business Cycle compared with similar skills
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Zhang Yiming Perspectivealchaincyf/zhang-yiming-skill1751 repos~3.2kAutomated safety check: PassMIT
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Mao Zedong Thinking Partnerzhangtianruiwork-droid/Maoxuan-Changzheng443—~2.9kAutomated safety check: PassNone
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Questions about Econ Business Cycle

What does Econ Business Cycle do?

Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response. Econ Business Cycle is an agent skill from asgard-ai-platform/skills. Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for business strategy and policy response.

When should I use Econ Business Cycle?

Econ Business Cycle fits situations like: the user needs to identify the current economic phase; anticipate cyclical turning points; adapt business strategy to macroeconomic cycles — even if they say are we heading into a recession; how should we prepare for a downturn.

How do I install Econ Business Cycle in Claude Code?

Run `npx skills add asgard-ai-platform/skills --skill econ-business-cycle -a claude-code`. Or copy the skill folder (econ-business-cycle in asgard-ai-platform/skills) into .claude/skills/econ-business-cycle in your project. Claude Code loads it when a task matches its description.

How do I install Econ Business Cycle in Codex?

Run `npx skills add asgard-ai-platform/skills --skill econ-business-cycle -a codex`. Or copy the skill folder (econ-business-cycle in asgard-ai-platform/skills) into .agents/skills/econ-business-cycle in your project. Codex loads it when a task matches its description.

Can I use Econ Business Cycle in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add asgard-ai-platform/skills --skill econ-business-cycle -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/econ-business-cycle, .gemini/skills/econ-business-cycle, .github/skills/econ-business-cycle and .opencode/skills/econ-business-cycle in your project.

What does Econ Business Cycle need to run?

SKILL.md names no scripts, command-line tools or credentials: Econ Business Cycle is instructions for the agent only.

Does Econ Business Cycle access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Econ Business Cycle safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Econ Business Cycle use?

Econ Business Cycle is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Econ Business Cycle use?

About 1.5k tokens (SKILL.md is roughly 6.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.7k tokens, read only when the agent opens those files.

What are the alternatives to Econ Business Cycle?

Skills that share tags, products or a category with Econ Business Cycle: Startup Pressure Test (Kappaemme-git/codex-startup-pressure-test-skill, 990 stars), Zhang Yiming Perspective (alchaincyf/zhang-yiming-skill, 175 stars), Korean Government Grant Search (djfksjd/ir-search, 391 stars) and Mao Zedong Thinking Partner (zhangtianruiwork-droid/Maoxuan-Changzheng, 443 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Econ Business Cycle?

asgard-ai-platform (a GitHub organization) maintains it in asgard-ai-platform/skills, which has 242 GitHub stars. The repository holds 207 skills in this directory. The repository was last updated on June 6, 2026.

Source: asgard-ai-platform/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.